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Augmented Reality Patient-Specific Registration for Medical Visualization

Published:29 November 2022Publication History

ABSTRACT

In recent years, medical research has made extensive use of Augmented Reality (AR) for visualization. These visualizations provide improved 3D understanding and depth perception for surgeons and medical staff during surgical planning, medical training, and procedures. Often, AR in medicine involves impractical and extensive instrumentation in order to provide the precision needed for clinical use. We propose a mobile AR 3D model registration system for use in a practical, non-instrumented hospital setting. Our registration system takes as input a patient-specific model and overlays it on the patient using an accurate pose registration technique that requires a single marker as a point of reference to initialize a point cloud-based pose refinement technique. Our method is automatic, easy to use, and runs in real-time on a mobile phone. We conduct quantitative and qualitative analysis of the registration. The results confirm that our AR pose registration system produces an accurate and visually correct overlay of the medical data in real-time.

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References

  1. D. Amiras, T. J. Hurkxkens, D. Figueroa, P. J Pratt, B. Pitrola, C. Watura, S. Rostampour, G. J. Shimshon, and M. Hamady. 2021. Augmented reality simulator for CT-guided interventions. European Radiology 31 (June 2021), 8897–8902. https://doi.org/10.1007/s00330-021-08043-0Google ScholarGoogle ScholarCross RefCross Ref
  2. P.J. Besl and Neil D. McKay. 1992. A method for registration of 3-D shapes. IEEE Transactions on Pattern Analysis and Machine Intelligence 14, 2 (Feb. 1992), 239–256. https://doi.org/10.1109/34.121791 Conference Name: IEEE Transactions on Pattern Analysis and Machine Intelligence.Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. Cirurgic3D. 2021. Left Kidney with tumor and cyst (A.R.T.C.). Sketchfab.com. Retrieved July 7, 2022 from https://sketchfab.com/3d-models/left-kidney-with-tumor-and-cyst-artc-600b01d068a44fe3829a159b75f7dfbcGoogle ScholarGoogle Scholar
  4. Antoine Petit, Vincenzo Lippiello, and Bruno Siciliano. 2015. Real-time tracking of 3D elastic objects with an RGB-D sensor. In 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, Hamburg, Germany, 3914–3921. https://doi.org/10.1109/IROS.2015.7353928Google ScholarGoogle ScholarDigital LibraryDigital Library
  5. Max Schneider, Christian Kunz, Andrej Pal’a, Christian Rainer Wirtz, Franziska Mathis-Ullrich, and Michal Hlaváč. 2021. Augmented reality–assisted ventriculostomy. Neurosurgical Focus 50, 1 (Jan. 2021), E16. https://doi.org/10.3171/2020.10.FOCUS20779Google ScholarGoogle ScholarCross RefCross Ref
  6. Junchen Wang, Hideyuki Suenaga, Kazuto Hoshi, Liangjing Yang, Etsuko Kobayashi, Ichiro Sakuma, and Hongen Liao. 2014. Augmented Reality Navigation With Automatic Marker-Free Image Registration Using 3-D Image Overlay for Dental Surgery. IEEE Transactions on Biomedical Engineering 61, 4 (April 2014), 1295–1304. https://doi.org/10.1109/TBME.2014.2301191 Conference Name: IEEE Transactions on Biomedical Engineering.Google ScholarGoogle ScholarCross RefCross Ref

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    • Published in

      cover image ACM Conferences
      VRST '22: Proceedings of the 28th ACM Symposium on Virtual Reality Software and Technology
      November 2022
      466 pages
      ISBN:9781450398893
      DOI:10.1145/3562939

      Copyright © 2022 Owner/Author

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      • Published: 29 November 2022

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      Overall Acceptance Rate66of254submissions,26%

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